KR20130096658A - 디지털 엑스레이 이미지 잡음 제거를 위한 방법 - Google Patents
디지털 엑스레이 이미지 잡음 제거를 위한 방법 Download PDFInfo
- Publication number
- KR20130096658A KR20130096658A KR1020130017945A KR20130017945A KR20130096658A KR 20130096658 A KR20130096658 A KR 20130096658A KR 1020130017945 A KR1020130017945 A KR 1020130017945A KR 20130017945 A KR20130017945 A KR 20130017945A KR 20130096658 A KR20130096658 A KR 20130096658A
- Authority
- KR
- South Korea
- Prior art keywords
- noise
- image
- filter
- pixel
- digital
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 45
- 238000001914 filtration Methods 0.000 claims abstract description 71
- 230000002457 bidirectional effect Effects 0.000 claims abstract description 43
- 230000009467 reduction Effects 0.000 claims abstract description 22
- 238000009499 grossing Methods 0.000 claims abstract description 12
- 238000012937 correction Methods 0.000 claims abstract description 9
- 230000001419 dependent effect Effects 0.000 claims description 20
- 230000000877 morphologic effect Effects 0.000 claims description 6
- 238000000605 extraction Methods 0.000 claims description 5
- 230000002146 bilateral effect Effects 0.000 claims description 4
- 230000010354 integration Effects 0.000 claims description 3
- 238000000926 separation method Methods 0.000 claims description 3
- 238000012545 processing Methods 0.000 abstract description 33
- 239000006185 dispersion Substances 0.000 abstract 1
- 230000006870 function Effects 0.000 description 44
- 238000004422 calculation algorithm Methods 0.000 description 18
- 238000013459 approach Methods 0.000 description 13
- 235000013372 meat Nutrition 0.000 description 11
- 230000000875 corresponding effect Effects 0.000 description 7
- 238000013461 design Methods 0.000 description 6
- 238000004364 calculation method Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 238000012935 Averaging Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000011156 evaluation Methods 0.000 description 4
- 230000002829 reductive effect Effects 0.000 description 4
- 238000009792 diffusion process Methods 0.000 description 3
- 230000003628 erosive effect Effects 0.000 description 3
- 239000012634 fragment Substances 0.000 description 3
- 238000007781 pre-processing Methods 0.000 description 3
- 230000005855 radiation Effects 0.000 description 3
- 238000004088 simulation Methods 0.000 description 3
- 238000012360 testing method Methods 0.000 description 3
- 230000009466 transformation Effects 0.000 description 3
- 230000006978 adaptation Effects 0.000 description 2
- 238000012512 characterization method Methods 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 230000003247 decreasing effect Effects 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 230000009977 dual effect Effects 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 238000012417 linear regression Methods 0.000 description 2
- 238000002156 mixing Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003595 spectral effect Effects 0.000 description 2
- 241001270131 Agaricus moelleri Species 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 239000000654 additive Substances 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 210000003484 anatomy Anatomy 0.000 description 1
- 230000002238 attenuated effect Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000001186 cumulative effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 125000001475 halogen functional group Chemical group 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 238000011835 investigation Methods 0.000 description 1
- 238000012886 linear function Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 230000036961 partial effect Effects 0.000 description 1
- 238000013139 quantization Methods 0.000 description 1
- 238000002601 radiography Methods 0.000 description 1
- 230000003252 repetitive effect Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 238000011524 similarity measure Methods 0.000 description 1
- 238000001228 spectrum Methods 0.000 description 1
- 238000010561 standard procedure Methods 0.000 description 1
- 238000000844 transformation Methods 0.000 description 1
- 230000001052 transient effect Effects 0.000 description 1
- 230000007704 transition Effects 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
- 230000016776 visual perception Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/14—Picture signal circuitry for video frequency region
- H04N5/21—Circuitry for suppressing or minimising disturbance, e.g. moiré or halo
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10116—X-ray image
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Optics & Photonics (AREA)
- Heart & Thoracic Surgery (AREA)
- High Energy & Nuclear Physics (AREA)
- Signal Processing (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Multimedia (AREA)
- Pathology (AREA)
- Radiology & Medical Imaging (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Image Processing (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Facsimile Image Signal Circuits (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EAEA201200255 | 2012-02-22 | ||
EA201200255A EA201200255A1 (ru) | 2012-02-22 | 2012-02-22 | Способ подавления шума цифровых рентгенограмм |
Publications (1)
Publication Number | Publication Date |
---|---|
KR20130096658A true KR20130096658A (ko) | 2013-08-30 |
Family
ID=47891376
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
KR1020130017945A KR20130096658A (ko) | 2012-02-22 | 2013-02-20 | 디지털 엑스레이 이미지 잡음 제거를 위한 방법 |
Country Status (7)
Country | Link |
---|---|
US (1) | US8873825B2 (ru) |
EP (1) | EP2631870A1 (ru) |
JP (1) | JP2013175182A (ru) |
KR (1) | KR20130096658A (ru) |
CN (1) | CN103295190A (ru) |
EA (1) | EA201200255A1 (ru) |
WO (1) | WO2013125984A2 (ru) |
Families Citing this family (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CA2861212A1 (en) * | 2012-03-07 | 2013-09-12 | Sony Corporation | Image processing device and method, and program |
JP6071444B2 (ja) * | 2012-11-07 | 2017-02-01 | キヤノン株式会社 | 画像処理装置及びその作動方法、プログラム |
TWI573096B (zh) * | 2013-12-31 | 2017-03-01 | 智原科技股份有限公司 | 影像雜訊估測的方法與裝置 |
CN103761716A (zh) * | 2014-01-25 | 2014-04-30 | 深圳市恩普电子技术有限公司 | 超声系统中的自适应伪差去除方法及系统 |
CN104103046B (zh) * | 2014-07-11 | 2017-01-04 | 中国人民解放军信息工程大学 | 一种极化sar图像的快速滤波处理方法 |
CN104318527A (zh) * | 2014-10-21 | 2015-01-28 | 浙江工业大学 | 基于小波变换和引导滤波器的医学超声图像去噪方法 |
CN104517266B (zh) * | 2014-12-22 | 2017-06-06 | 南京信息工程大学 | 基于边缘检测算子的混合自适应图像去噪方法 |
US9799126B2 (en) * | 2015-10-02 | 2017-10-24 | Toshiba Medical Systems Corporation | Apparatus and method for robust non-local means filtering of tomographic images |
CN115049563A (zh) | 2015-12-31 | 2022-09-13 | 上海联影医疗科技股份有限公司 | 一种图像处理方法和系统 |
WO2017132600A1 (en) * | 2016-01-29 | 2017-08-03 | Intuitive Surgical Operations, Inc. | Light level adaptive filter and method |
EP3552390A1 (en) | 2016-12-23 | 2019-10-16 | Huawei Technologies Co., Ltd. | Mixed domain collaborative in-loop filter for lossy video coding |
EP3435326B1 (en) * | 2017-07-27 | 2020-02-19 | Siemens Healthcare GmbH | Method for processing at least one x-ray image |
CN107590785B (zh) * | 2017-09-06 | 2020-06-16 | 吉林大学 | 一种基于sobel算子的布里渊散射谱图像识别方法 |
KR102216965B1 (ko) * | 2019-05-07 | 2021-02-18 | 주식회사 힐세리온 | 이산 웨이브릿 변환을 이용한 영상신호의 노이즈 제거 장치 및 이를 포함하는 원격 의료 진단 시스템 |
CN110443760B (zh) * | 2019-07-10 | 2022-03-15 | 深圳市安健科技股份有限公司 | 图像降噪方法及计算机可读存储介质 |
CN110458783B (zh) * | 2019-08-22 | 2023-01-31 | 齐鲁工业大学 | 一种基于具有图像细节保护能力的非局部双边滤波的椒盐噪声去除方法 |
US11288775B2 (en) | 2019-11-27 | 2022-03-29 | GE Precision Healthcare LLC | Methods and systems for parametric noise modulation in x-ray imaging |
KR20210113464A (ko) * | 2020-03-05 | 2021-09-16 | 삼성전자주식회사 | 이미징 장치 및 이를 포함하는 전자 기기 |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0470003A (ja) | 1990-07-09 | 1992-03-05 | Nec Eng Ltd | Rsフリップフロップ回路 |
EP1392047B1 (en) | 2002-08-22 | 2013-10-30 | Samsung Electronics Co., Ltd. | Digital document processing for image enhancement |
RU2400815C2 (ru) | 2006-10-09 | 2010-09-27 | Самсунг Электроникс Ко., Лтд. | Способ повышения качества цифрового фотоизображения |
RU2342701C1 (ru) | 2007-08-15 | 2008-12-27 | Российская Федерация, от имени которой выступает Министерство обороны Российской Федерации | Способ комплексирования цифровых многоспектральных полутоновых изображений |
JP4640508B2 (ja) * | 2009-01-09 | 2011-03-02 | ソニー株式会社 | 画像処理装置、画像処理方法、プログラム、及び撮像装置 |
CN102129671B (zh) * | 2011-02-28 | 2012-11-14 | 清华大学 | 基于凸集投影法和复数小波包域的遥感图像上采样方法 |
-
2012
- 2012-02-22 EA EA201200255A patent/EA201200255A1/ru unknown
-
2013
- 2013-02-08 WO PCT/RU2013/000088 patent/WO2013125984A2/ru active Application Filing
- 2013-02-15 EP EP13155449.5A patent/EP2631870A1/en not_active Withdrawn
- 2013-02-20 KR KR1020130017945A patent/KR20130096658A/ko not_active Application Discontinuation
- 2013-02-20 JP JP2013031039A patent/JP2013175182A/ja active Pending
- 2013-02-21 US US13/772,765 patent/US8873825B2/en not_active Expired - Fee Related
- 2013-02-22 CN CN2013100559995A patent/CN103295190A/zh active Pending
Also Published As
Publication number | Publication date |
---|---|
WO2013125984A3 (ru) | 2013-11-14 |
US20130216117A1 (en) | 2013-08-22 |
EA201200255A1 (ru) | 2013-08-30 |
CN103295190A (zh) | 2013-09-11 |
JP2013175182A (ja) | 2013-09-05 |
WO2013125984A2 (ru) | 2013-08-29 |
EP2631870A1 (en) | 2013-08-28 |
US8873825B2 (en) | 2014-10-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
KR20130096658A (ko) | 디지털 엑스레이 이미지 잡음 제거를 위한 방법 | |
Choi et al. | Despeckling images using a preprocessing filter and discrete wavelet transform-based noise reduction techniques | |
CN101860667B (zh) | 一种快速去除图像中混合噪声的方法 | |
KR20130038794A (ko) | 디지털 엑스레이 프레임들 시리즈에서의 잡음 감소의 방법 | |
WO2007059602A1 (en) | Method and system for enhancing digital images | |
EP2477154B1 (en) | Noise assessment method for digital X-ray films | |
CN105723416B (zh) | 图像降噪方法 | |
Renuka et al. | Adaptive shrinkage on dual-tree complex wavelet transform for denoising real-time MR images | |
CN107085839B (zh) | 基于纹理增强与稀疏编码的sar图像降斑方法 | |
CN111507912B (zh) | 乳腺图像增强方法、装置及计算机可读存储介质 | |
RU2343538C1 (ru) | Способ коррекции цифровых рентгеновских изображений | |
Gir et al. | Speckle reduction of synthetic aperture radar images using median filter and savitzky-golay filter | |
Hosseinian et al. | Assessment of restoration methods of X-ray images with emphasis on medical photogrammetric usage | |
Salmeri et al. | Signaldependent noise characterization for mammographic images denoising | |
Matsuoka et al. | High dynamic range image acquisition using flash image | |
US20230133074A1 (en) | Method and Apparatus for Noise Reduction | |
Rela et al. | Efficient image enhancement techniques applied on medical imaging-a state-of-the art survey | |
Shin et al. | Variational low-light image enhancement based on a haze model | |
Amro et al. | General shearlet pansharpening method using Bayesian inference | |
CN110766641B (zh) | 结合分数阶总变分和非凸总变分的模糊核估计方法及应用 | |
Oguzhanoglu et al. | Comparison of Satellite Image Denoising Techniques in Spatial and Frequency Domains | |
Ben Abdallah et al. | A Modified Anisotropic Diffusion Scheme for Signal-Dependent Noise Filtering | |
Velayudham et al. | A NOVEL AND ROBUST APPROACH FOR DENOISING OF COMPUTED TOMOGRAPHY IMAGES USING DUAL TREE COMPLEX WAVELET PACKETS AND EMPIRICAL MODE DECOMPOSITION TOWARDS OPTIMIZATION. | |
Ai et al. | Magnetic resonance image denoising using multiple filters | |
Unaldi et al. | Local statistics based filtering method for enhancement in super-resolution image reconstruction |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
WITN | Application deemed withdrawn, e.g. because no request for examination was filed or no examination fee was paid |